Chimera lets your existing models run directly on encoded data, so compute drops while accuracy stays the same.
Direct Execution on Encoded Data
Inference and fine-tuning without a decode step
Significantly Less Preprocessing
Materially fewer prep stages vs baseline
Transparent Wrapper for Existing Models
Adopt without retraining; preserve outcomes
Material Efficiency Gains
Less compute, less power, same accuracy
Edge-Capable, Offline & Air-Gapped
Runs where networks are constrained or absent.
Cloud-Optional & Silicon-Flexible
Portable across CPUs/GPUs/NPUs/embedded
Priced at a tenth of market rate
Always a tenth of the market rate per million tokens, against a published per-model rate card. Structural, not promotional — the work itself takes less time, fewer GPUs, and less energy.